Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 5 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 101.7 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 9 |
| Dataset has 5 (0.5%) duplicate rows | Duplicates |
Date has a high cardinality: 136 distinct values | High cardinality |
region has a high cardinality: 54 distinct values | High cardinality |
AveragePrice is highly overall correlated with Total Volume and 8 other fields | High correlation |
Total Volume is highly overall correlated with AveragePrice and 7 other fields | High correlation |
4046 is highly overall correlated with AveragePrice and 7 other fields | High correlation |
4225 is highly overall correlated with AveragePrice and 7 other fields | High correlation |
4770 is highly overall correlated with AveragePrice and 6 other fields | High correlation |
Total Bags is highly overall correlated with AveragePrice and 7 other fields | High correlation |
Small Bags is highly overall correlated with AveragePrice and 7 other fields | High correlation |
Large Bags is highly overall correlated with AveragePrice and 5 other fields | High correlation |
XLarge Bags is highly overall correlated with AveragePrice and 6 other fields | High correlation |
type is highly overall correlated with AveragePrice | High correlation |
4770 has 237 (23.7%) zeros | Zeros |
Large Bags has 249 (24.9%) zeros | Zeros |
XLarge Bags has 704 (70.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-29 13:41:53.473322 |
|---|---|
| Analysis finished | 2023-03-29 13:42:07.862540 |
| Duration | 14.39 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
Date
Categorical
| Distinct | 136 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 2016-07-31 | 73 |
|---|---|
| 2015-11-01 | 62 |
| 2016-06-19 | 42 |
| 2015-12-20 | 37 |
| 2015-01-11 | 20 |
| Other values (131) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2015-07-05 |
|---|---|
| 2nd row | 2015-06-07 |
| 3rd row | 2015-01-18 |
| 4th row | 2015-04-05 |
| 5th row | 2016-10-16 |
Common Values
| Value | Count | Frequency (%) |
| 2016-07-31 | 73 | 7.3% |
| 2015-11-01 | 62 | 6.2% |
| 2016-06-19 | 42 | 4.2% |
| 2015-12-20 | 37 | 3.7% |
| 2015-01-11 | 20 | 2.0% |
| 2015-04-05 | 13 | 1.3% |
| 2015-01-04 | 12 | 1.2% |
| 2015-03-22 | 10 | 1.0% |
| 2015-07-19 | 10 | 1.0% |
| 2016-02-07 | 10 | 1.0% |
| Other values (126) | 711 |
Length
| Value | Count | Frequency (%) |
| 2016-07-31 | 73 | 7.3% |
| 2015-11-01 | 62 | 6.2% |
| 2016-06-19 | 42 | 4.2% |
| 2015-12-20 | 37 | 3.7% |
| 2015-01-11 | 20 | 2.0% |
| 2015-04-05 | 13 | 1.3% |
| 2015-01-04 | 12 | 1.2% |
| 2015-03-22 | 10 | 1.0% |
| 2015-07-19 | 10 | 1.0% |
| 2016-02-07 | 10 | 1.0% |
| Other values (126) | 711 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2204 | |
| 1 | 2003 | |
| - | 2000 | |
| 2 | 1503 | |
| 5 | 628 | 6.3% |
| 6 | 561 | 5.6% |
| 7 | 385 | 3.9% |
| 3 | 265 | 2.6% |
| 4 | 166 | 1.7% |
| 9 | 159 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8000 | |
| Dash Punctuation | 2000 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2204 | |
| 1 | 2003 | |
| 2 | 1503 | |
| 5 | 628 | 7.8% |
| 6 | 561 | 7.0% |
| 7 | 385 | 4.8% |
| 3 | 265 | 3.3% |
| 4 | 166 | 2.1% |
| 9 | 159 | 2.0% |
| 8 | 126 | 1.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2204 | |
| 1 | 2003 | |
| - | 2000 | |
| 2 | 1503 | |
| 5 | 628 | 6.3% |
| 6 | 561 | 5.6% |
| 7 | 385 | 3.9% |
| 3 | 265 | 2.6% |
| 4 | 166 | 1.7% |
| 9 | 159 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2204 | |
| 1 | 2003 | |
| - | 2000 | |
| 2 | 1503 | |
| 5 | 628 | 6.3% |
| 6 | 561 | 5.6% |
| 7 | 385 | 3.9% |
| 3 | 265 | 2.6% |
| 4 | 166 | 1.7% |
| 9 | 159 | 1.6% |
AveragePrice
Real number (ℝ)
| Distinct | 173 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.41973 |
| Minimum | 0.46 |
|---|---|
| Maximum | 2.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.46 |
|---|---|
| 5-th percentile | 0.8495 |
| Q1 | 1.07 |
| median | 1.365 |
| Q3 | 1.81 |
| 95-th percentile | 2.0205 |
| Maximum | 2.75 |
| Range | 2.29 |
| Interquartile range (IQR) | 0.74 |
Descriptive statistics
| Standard deviation | 0.41809428 |
|---|---|
| Coefficient of variation (CV) | 0.29448859 |
| Kurtosis | -0.55525463 |
| Mean | 1.41973 |
| Median Absolute Deviation (MAD) | 0.345 |
| Skewness | 0.370147 |
| Sum | 1419.73 |
| Variance | 0.17480283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.02 | 65 | 6.5% |
| 1.82 | 58 | 5.8% |
| 0.99 | 52 | 5.2% |
| 1.23 | 44 | 4.4% |
| 1.85 | 16 | 1.6% |
| 1.11 | 13 | 1.3% |
| 1.87 | 13 | 1.3% |
| 0.98 | 12 | 1.2% |
| 1.38 | 12 | 1.2% |
| 1.19 | 12 | 1.2% |
| Other values (163) | 703 |
| Value | Count | Frequency (%) |
| 0.46 | 1 | 0.1% |
| 0.51 | 1 | 0.1% |
| 0.56 | 2 | |
| 0.57 | 1 | 0.1% |
| 0.58 | 1 | 0.1% |
| 0.6 | 2 | |
| 0.63 | 1 | 0.1% |
| 0.65 | 3 | |
| 0.68 | 2 | |
| 0.72 | 2 |
| Value | Count | Frequency (%) |
| 2.75 | 1 | |
| 2.73 | 1 | |
| 2.72 | 2 | |
| 2.65 | 1 | |
| 2.63 | 1 | |
| 2.59 | 1 | |
| 2.51 | 1 | |
| 2.48 | 1 | |
| 2.46 | 1 | |
| 2.41 | 1 |
Total Volume
Real number (ℝ)
| Distinct | 801 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 749914.07 |
| Minimum | 385.55 |
|---|---|
| Maximum | 37130689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 385.55 |
|---|---|
| 5-th percentile | 1958.1395 |
| Q1 | 8647.5025 |
| median | 87961.135 |
| Q3 | 453747.33 |
| 95-th percentile | 3666657.1 |
| Maximum | 37130689 |
| Range | 37130303 |
| Interquartile range (IQR) | 445099.83 |
Descriptive statistics
| Standard deviation | 2791606.2 |
|---|---|
| Coefficient of variation (CV) | 3.7225681 |
| Kurtosis | 108.13685 |
| Mean | 749914.07 |
| Median Absolute Deviation (MAD) | 85852.095 |
| Skewness | 9.5940705 |
| Sum | 7.4991407 × 108 |
| Variance | 7.793065 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14788.87 | 64 | 6.4% |
| 2109.04 | 55 | 5.5% |
| 278178.65 | 41 | 4.1% |
| 1139347.98 | 32 | 3.2% |
| 1614.56 | 12 | 1.2% |
| 115579.5 | 1 | 0.1% |
| 1275952.93 | 1 | 0.1% |
| 9140.79 | 1 | 0.1% |
| 261084.13 | 1 | 0.1% |
| 7867.61 | 1 | 0.1% |
| Other values (791) | 791 |
| Value | Count | Frequency (%) |
| 385.55 | 1 | |
| 515.01 | 1 | |
| 593.39 | 1 | |
| 761.86 | 1 | |
| 792.97 | 1 | |
| 858.83 | 1 | |
| 872.07 | 1 | |
| 964.25 | 1 | |
| 979.74 | 1 | |
| 1014.02 | 1 |
| Value | Count | Frequency (%) |
| 37130688.91 | 1 | |
| 35734613.9 | 1 | |
| 33254911.87 | 1 | |
| 32994014.16 | 1 | |
| 30652211.08 | 1 | |
| 26240072.11 | 1 | |
| 9032180.67 | 1 | |
| 7707711.9 | 1 | |
| 7661483.37 | 1 | |
| 7281887.35 | 1 |
4046
Real number (ℝ)
| Distinct | 795 |
|---|---|
| Distinct (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 261937.71 |
| Minimum | 0 |
|---|---|
| Maximum | 14699605 |
| Zeros | 7 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 37.5355 |
| Q1 | 895.68 |
| median | 6212.92 |
| Q3 | 76788.78 |
| 95-th percentile | 1376986.9 |
| Maximum | 14699605 |
| Range | 14699605 |
| Interquartile range (IQR) | 75893.1 |
Descriptive statistics
| Standard deviation | 1133462.4 |
|---|---|
| Coefficient of variation (CV) | 4.3272213 |
| Kurtosis | 99.984644 |
| Mean | 261937.71 |
| Median Absolute Deviation (MAD) | 6195.635 |
| Skewness | 9.1416408 |
| Sum | 2.6193771 × 108 |
| Variance | 1.2847371 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 895.68 | 64 | 6.4% |
| 1331.43 | 55 | 5.5% |
| 67619.73 | 41 | 4.1% |
| 13998.35 | 32 | 3.2% |
| 1091.28 | 12 | 1.2% |
| 0 | 7 | 0.7% |
| 18600.18 | 1 | 0.1% |
| 2.48 | 1 | 0.1% |
| 131414.8 | 1 | 0.1% |
| 4161.89 | 1 | 0.1% |
| Other values (785) | 785 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1.24 | 1 | 0.1% |
| 2.48 | 1 | 0.1% |
| 2.59 | 1 | 0.1% |
| 3.64 | 1 | 0.1% |
| 4.77 | 1 | 0.1% |
| 4.82 | 1 | 0.1% |
| 4.98 | 1 | 0.1% |
| 5.04 | 1 | 0.1% |
| 5.05 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 14699604.93 | 1 | |
| 14643465.52 | 1 | |
| 13282222.98 | 1 | |
| 13003371.07 | 1 | |
| 12196225.93 | 1 | |
| 8683958.8 | 1 | |
| 4794142.14 | 1 | |
| 4075881.34 | 1 | |
| 3851189.34 | 1 | |
| 3666928.36 | 1 |
4225
Real number (ℝ)
| Distinct | 801 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 284227.4 |
| Minimum | 0 |
|---|---|
| Maximum | 13926693 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.71 |
| Q1 | 2726.44 |
| median | 26918.375 |
| Q3 | 146266.21 |
| 95-th percentile | 1177740.5 |
| Maximum | 13926693 |
| Range | 13926693 |
| Interquartile range (IQR) | 143539.77 |
Descriptive statistics
| Standard deviation | 1065258.7 |
|---|---|
| Coefficient of variation (CV) | 3.7479098 |
| Kurtosis | 109.73567 |
| Mean | 284227.4 |
| Median Absolute Deviation (MAD) | 26868.425 |
| Skewness | 9.7224985 |
| Sum | 2.842274 × 108 |
| Variance | 1.134776 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10096.25 | 64 | 6.4% |
| 21.71 | 55 | 5.5% |
| 122627.22 | 41 | 4.1% |
| 867406.68 | 32 | 3.2% |
| 49.95 | 12 | 1.2% |
| 67122.02 | 1 | 0.1% |
| 714407.25 | 1 | 0.1% |
| 154.07 | 1 | 0.1% |
| 84541.6 | 1 | 0.1% |
| 2885.72 | 1 | 0.1% |
| Other values (791) | 791 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1.26 | 1 | |
| 3.45 | 1 | |
| 5.8 | 1 | |
| 5.92 | 1 | |
| 6.26 | 1 | |
| 6.42 | 1 | |
| 7.16 | 1 | |
| 7.19 | 1 | |
| 8.76 | 1 |
| Value | Count | Frequency (%) |
| 13926692.62 | 1 | |
| 13733124.48 | 1 | |
| 13244466.6 | 1 | |
| 12009228.05 | 1 | |
| 11410478.34 | 1 | |
| 11083513.46 | 1 | |
| 3517891.27 | 1 | |
| 3460743.8 | 1 | |
| 3361015.9 | 1 | |
| 2896879.68 | 1 |
4770
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 576 |
|---|---|
| Distinct (%) | 57.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20267.923 |
| Minimum | 0 |
|---|---|
| Maximum | 1326422.6 |
| Zeros | 237 |
| Zeros (%) | 23.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.445 |
| median | 495.8 |
| Q3 | 8544.8875 |
| 95-th percentile | 97885.241 |
| Maximum | 1326422.6 |
| Range | 1326422.6 |
| Interquartile range (IQR) | 8540.4425 |
Descriptive statistics
| Standard deviation | 93649.678 |
|---|---|
| Coefficient of variation (CV) | 4.6205857 |
| Kurtosis | 106.80288 |
| Mean | 20267.923 |
| Median Absolute Deviation (MAD) | 495.8 |
| Skewness | 9.5605068 |
| Sum | 20267923 |
| Variance | 8.7702621 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 237 | |
| 495.8 | 64 | 6.4% |
| 12.57 | 55 | 5.5% |
| 15409.3 | 41 | 4.1% |
| 803.83 | 32 | 3.2% |
| 367.91 | 1 | 0.1% |
| 14380.96 | 1 | 0.1% |
| 905.77 | 1 | 0.1% |
| 12917.42 | 1 | 0.1% |
| 36.04 | 1 | 0.1% |
| Other values (566) | 566 |
| Value | Count | Frequency (%) |
| 0 | 237 | |
| 1.44 | 1 | 0.1% |
| 1.58 | 1 | 0.1% |
| 2.63 | 1 | 0.1% |
| 2.73 | 1 | 0.1% |
| 2.74 | 1 | 0.1% |
| 2.91 | 1 | 0.1% |
| 3.08 | 1 | 0.1% |
| 3.22 | 1 | 0.1% |
| 3.32 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1326422.56 | 1 | |
| 1188118.95 | 1 | |
| 1070576.07 | 1 | |
| 1017157.74 | 1 | |
| 1014520.88 | 1 | |
| 697833.12 | 1 | |
| 556972.27 | 1 | |
| 540680.89 | 1 | |
| 356022.1 | 1 | |
| 352247.15 | 1 |
Total Bags
Real number (ℝ)
| Distinct | 801 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183477.1 |
| Minimum | 0 |
|---|---|
| Maximum | 10863029 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 521.3105 |
| Q1 | 3301.14 |
| median | 33113.605 |
| Q3 | 106308.4 |
| 95-th percentile | 930244.17 |
| Maximum | 10863029 |
| Range | 10863029 |
| Interquartile range (IQR) | 103007.26 |
Descriptive statistics
| Standard deviation | 604482.27 |
|---|---|
| Coefficient of variation (CV) | 3.2945924 |
| Kurtosis | 127.38009 |
| Mean | 183477.1 |
| Median Absolute Deviation (MAD) | 32370.275 |
| Skewness | 9.5254951 |
| Sum | 1.834771 × 108 |
| Variance | 3.6539881 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3301.14 | 64 | 6.4% |
| 743.33 | 55 | 5.5% |
| 72522.4 | 41 | 4.1% |
| 257139.12 | 32 | 3.2% |
| 473.33 | 12 | 1.2% |
| 41505.82 | 1 | 0.1% |
| 529895.86 | 1 | 0.1% |
| 8984.24 | 1 | 0.1% |
| 40566.09 | 1 | 0.1% |
| 820 | 1 | 0.1% |
| Other values (791) | 791 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 12.94 | 1 | |
| 25.15 | 1 | |
| 40 | 1 | |
| 40.19 | 1 | |
| 45.84 | 1 | |
| 59.12 | 1 | |
| 80.97 | 1 | |
| 109.47 | 1 | |
| 136.18 | 1 |
| Value | Count | Frequency (%) |
| 10863029.04 | 1 | |
| 6464119.81 | 1 | |
| 5429599.36 | 1 | |
| 5310327.3 | 1 | |
| 4957516.02 | 1 | |
| 4908090.63 | 1 | |
| 2868822.6 | 1 | |
| 2707752.65 | 1 | |
| 2285895.6 | 1 | |
| 2246865.14 | 1 |
Small Bags
Real number (ℝ)
| Distinct | 790 |
|---|---|
| Distinct (%) | 79.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143267.44 |
| Minimum | 0 |
|---|---|
| Maximum | 8555283.7 |
| Zeros | 5 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 263.349 |
| Q1 | 1666.1775 |
| median | 20016.585 |
| Q3 | 81615.28 |
| 95-th percentile | 695997.32 |
| Maximum | 8555283.7 |
| Range | 8555283.7 |
| Interquartile range (IQR) | 79949.102 |
Descriptive statistics
| Standard deviation | 487250.35 |
|---|---|
| Coefficient of variation (CV) | 3.4009846 |
| Kurtosis | 124.12477 |
| Mean | 143267.44 |
| Median Absolute Deviation (MAD) | 19546.585 |
| Skewness | 9.5296762 |
| Sum | 1.4326744 × 108 |
| Variance | 2.374129 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3301.14 | 64 | 6.4% |
| 743.33 | 55 | 5.5% |
| 67694 | 41 | 4.1% |
| 212615.2 | 32 | 3.2% |
| 473.33 | 12 | 1.2% |
| 0 | 5 | 0.5% |
| 286.67 | 2 | 0.2% |
| 916.67 | 2 | 0.2% |
| 143.33 | 2 | 0.2% |
| 330 | 2 | 0.2% |
| Other values (780) | 783 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 3.33 | 1 | 0.1% |
| 7.43 | 1 | 0.1% |
| 12.94 | 1 | 0.1% |
| 25.15 | 1 | 0.1% |
| 26.67 | 1 | 0.1% |
| 30 | 2 | 0.2% |
| 40 | 1 | 0.1% |
| 40.19 | 1 | 0.1% |
| 40.46 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8555283.68 | 1 | |
| 5517909.51 | 1 | |
| 4627251.87 | 1 | |
| 4391461.66 | 1 | |
| 4129138.63 | 1 | |
| 3918658.43 | 1 | |
| 2122673.09 | 1 | |
| 1911608.83 | 1 | |
| 1722082.22 | 1 | |
| 1665446.71 | 1 |
Large Bags
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 670 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38216.978 |
| Minimum | 0 |
|---|---|
| Maximum | 2214419.3 |
| Zeros | 249 |
| Zeros (%) | 24.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.445 |
| median | 1066.285 |
| Q3 | 17323.568 |
| 95-th percentile | 185715.35 |
| Maximum | 2214419.3 |
| Range | 2214419.3 |
| Interquartile range (IQR) | 17321.123 |
Descriptive statistics
| Standard deviation | 134768.51 |
|---|---|
| Coefficient of variation (CV) | 3.5264041 |
| Kurtosis | 95.462004 |
| Mean | 38216.978 |
| Median Absolute Deviation (MAD) | 1066.285 |
| Skewness | 8.2837023 |
| Sum | 38216978 |
| Variance | 1.816255 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 249 | 24.9% |
| 83.4 | 41 | 4.1% |
| 44523.92 | 32 | 3.2% |
| 3.33 | 7 | 0.7% |
| 23.33 | 3 | 0.3% |
| 6.67 | 3 | 0.3% |
| 43.33 | 2 | 0.2% |
| 10017.28 | 1 | 0.1% |
| 11396.65 | 1 | 0.1% |
| 31781.23 | 1 | 0.1% |
| Other values (660) | 660 |
| Value | Count | Frequency (%) |
| 0 | 249 | |
| 1.83 | 1 | 0.1% |
| 2.65 | 1 | 0.1% |
| 2.75 | 1 | 0.1% |
| 3.08 | 1 | 0.1% |
| 3.33 | 7 | 0.7% |
| 3.79 | 1 | 0.1% |
| 3.97 | 1 | 0.1% |
| 4.44 | 1 | 0.1% |
| 4.71 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2214419.29 | 1 | |
| 1352291.24 | 1 | |
| 1320163.95 | 1 | |
| 1003906.67 | 1 | |
| 999727.7 | 1 | |
| 898027.46 | 1 | |
| 888237.91 | 1 | |
| 779807.55 | 1 | |
| 725218.35 | 1 | |
| 696042.61 | 1 |
XLarge Bags
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 255 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1992.6885 |
| Minimum | 0 |
|---|---|
| Maximum | 93326.07 |
| Zeros | 704 |
| Zeros (%) | 70.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 50.86 |
| 95-th percentile | 10313.553 |
| Maximum | 93326.07 |
| Range | 93326.07 |
| Interquartile range (IQR) | 50.86 |
Descriptive statistics
| Standard deviation | 7250.8038 |
|---|---|
| Coefficient of variation (CV) | 3.6387041 |
| Kurtosis | 47.868771 |
| Mean | 1992.6885 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1507956 |
| Sum | 1992688.5 |
| Variance | 52574155 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 704 | |
| 4745 | 42 | 4.2% |
| 2.85 | 2 | 0.2% |
| 134.72 | 1 | 0.1% |
| 3161.37 | 1 | 0.1% |
| 4025 | 1 | 0.1% |
| 1363.39 | 1 | 0.1% |
| 26022.01 | 1 | 0.1% |
| 40842.24 | 1 | 0.1% |
| 3875.64 | 1 | 0.1% |
| Other values (245) | 245 | 24.5% |
| Value | Count | Frequency (%) |
| 0 | 704 | |
| 1.87 | 1 | 0.1% |
| 2.25 | 1 | 0.1% |
| 2.7 | 1 | 0.1% |
| 2.85 | 2 | 0.2% |
| 3.06 | 1 | 0.1% |
| 3.09 | 1 | 0.1% |
| 3.22 | 1 | 0.1% |
| 3.24 | 1 | 0.1% |
| 3.39 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 93326.07 | 1 | |
| 64348.68 | 1 | |
| 54249.87 | 1 | |
| 53733.65 | 1 | |
| 48182.84 | 1 | |
| 47983.17 | 1 | |
| 46909.66 | 1 | |
| 46466.7 | 1 | |
| 45140.96 | 1 | |
| 44790.27 | 1 |
type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| organic | |
|---|---|
| conventional |
Length
| Max length | 12 |
|---|---|
| Median length | 7 |
| Mean length | 9.435 |
| Min length | 7 |
Characters and Unicode
| Total characters | 9435 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | conventional |
|---|---|
| 2nd row | organic |
| 3rd row | organic |
| 4th row | conventional |
| 5th row | organic |
Common Values
| Value | Count | Frequency (%) |
| organic | 513 | |
| conventional | 487 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| organic | 513 | |
| conventional | 487 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1974 | |
| o | 1487 | |
| a | 1000 | |
| i | 1000 | |
| c | 1000 | |
| r | 513 | 5.4% |
| g | 513 | 5.4% |
| v | 487 | 5.2% |
| e | 487 | 5.2% |
| t | 487 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9435 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1974 | |
| o | 1487 | |
| a | 1000 | |
| i | 1000 | |
| c | 1000 | |
| r | 513 | 5.4% |
| g | 513 | 5.4% |
| v | 487 | 5.2% |
| e | 487 | 5.2% |
| t | 487 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9435 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1974 | |
| o | 1487 | |
| a | 1000 | |
| i | 1000 | |
| c | 1000 | |
| r | 513 | 5.4% |
| g | 513 | 5.4% |
| v | 487 | 5.2% |
| e | 487 | 5.2% |
| t | 487 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9435 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1974 | |
| o | 1487 | |
| a | 1000 | |
| i | 1000 | |
| c | 1000 | |
| r | 513 | 5.4% |
| g | 513 | 5.4% |
| v | 487 | 5.2% |
| e | 487 | 5.2% |
| t | 487 | 5.2% |
year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 2015 | |
|---|---|
| 2016 | |
| 2017 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4000 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2015 |
|---|---|
| 2nd row | 2015 |
| 3rd row | 2015 |
| 4th row | 2015 |
| 5th row | 2016 |
Common Values
| Value | Count | Frequency (%) |
| 2015 | 437 | |
| 2016 | 390 | |
| 2017 | 173 | 17.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2015 | 437 | |
| 2016 | 390 | |
| 2017 | 173 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 0 | 1000 | |
| 1 | 1000 | |
| 5 | 437 | |
| 6 | 390 | 9.8% |
| 7 | 173 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 0 | 1000 | |
| 1 | 1000 | |
| 5 | 437 | |
| 6 | 390 | 9.8% |
| 7 | 173 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 0 | 1000 | |
| 1 | 1000 | |
| 5 | 437 | |
| 6 | 390 | 9.8% |
| 7 | 173 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1000 | |
| 0 | 1000 | |
| 1 | 1000 | |
| 5 | 437 | |
| 6 | 390 | 9.8% |
| 7 | 173 | 4.3% |
region
Categorical
| Distinct | 54 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| BaltimoreWashington | |
|---|---|
| RichmondNorfolk | 64 |
| Jacksonville | 62 |
| NewYork | 51 |
| MiamiFtLauderdale | 28 |
| Other values (49) |
Length
| Max length | 19 |
|---|---|
| Median length | 15 |
| Mean length | 11.039 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11039 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pittsburgh |
|---|---|
| 2nd row | BuffaloRochester |
| 3rd row | MiamiFtLauderdale |
| 4th row | SanFrancisco |
| 5th row | BaltimoreWashington |
Common Values
| Value | Count | Frequency (%) |
| BaltimoreWashington | 76 | 7.6% |
| RichmondNorfolk | 64 | 6.4% |
| Jacksonville | 62 | 6.2% |
| NewYork | 51 | 5.1% |
| MiamiFtLauderdale | 28 | 2.8% |
| Pittsburgh | 24 | 2.4% |
| West | 24 | 2.4% |
| Boise | 21 | 2.1% |
| SouthCentral | 20 | 2.0% |
| NewOrleansMobile | 20 | 2.0% |
| Other values (44) | 610 |
Length
| Value | Count | Frequency (%) |
| baltimorewashington | 76 | 7.6% |
| richmondnorfolk | 64 | 6.4% |
| jacksonville | 62 | 6.2% |
| newyork | 51 | 5.1% |
| miamiftlauderdale | 28 | 2.8% |
| pittsburgh | 24 | 2.4% |
| west | 24 | 2.4% |
| boise | 21 | 2.1% |
| southcentral | 20 | 2.0% |
| neworleansmobile | 20 | 2.0% |
| Other values (44) | 610 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1058 | 9.6% |
| a | 1015 | 9.2% |
| e | 832 | 7.5% |
| n | 785 | 7.1% |
| i | 759 | 6.9% |
| t | 732 | 6.6% |
| l | 695 | 6.3% |
| r | 659 | 6.0% |
| s | 555 | 5.0% |
| h | 375 | 3.4% |
| Other values (35) | 3574 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9423 | |
| Uppercase Letter | 1616 | 14.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1058 | |
| a | 1015 | |
| e | 832 | |
| n | 785 | |
| i | 759 | 8.1% |
| t | 732 | 7.8% |
| l | 695 | 7.4% |
| r | 659 | 7.0% |
| s | 555 | 5.9% |
| h | 375 | 4.0% |
| Other values (13) | 1958 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 194 | |
| S | 194 | |
| B | 130 | 8.0% |
| R | 125 | 7.7% |
| W | 120 | 7.4% |
| C | 103 | 6.4% |
| L | 96 | 5.9% |
| P | 86 | 5.3% |
| M | 68 | 4.2% |
| D | 65 | 4.0% |
| Other values (12) | 435 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11039 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1058 | 9.6% |
| a | 1015 | 9.2% |
| e | 832 | 7.5% |
| n | 785 | 7.1% |
| i | 759 | 6.9% |
| t | 732 | 6.6% |
| l | 695 | 6.3% |
| r | 659 | 6.0% |
| s | 555 | 5.0% |
| h | 375 | 3.4% |
| Other values (35) | 3574 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11039 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1058 | 9.6% |
| a | 1015 | 9.2% |
| e | 832 | 7.5% |
| n | 785 | 7.1% |
| i | 759 | 6.9% |
| t | 732 | 6.6% |
| l | 695 | 6.3% |
| r | 659 | 6.0% |
| s | 555 | 5.0% |
| h | 375 | 3.4% |
| Other values (35) | 3574 |
| AveragePrice | Total Volume | 4046 | 4225 | 4770 | Total Bags | Small Bags | Large Bags | XLarge Bags | type | year | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AveragePrice | 1.000 | -0.695 | -0.682 | -0.600 | -0.529 | -0.707 | -0.639 | -0.584 | -0.518 | 0.734 | 0.243 | 0.399 |
| Total Volume | -0.695 | 1.000 | 0.862 | 0.957 | 0.790 | 0.960 | 0.931 | 0.728 | 0.606 | 0.225 | 0.000 | 0.377 |
| 4046 | -0.682 | 0.862 | 1.000 | 0.765 | 0.712 | 0.815 | 0.807 | 0.616 | 0.613 | 0.222 | 0.000 | 0.380 |
| 4225 | -0.600 | 0.957 | 0.765 | 1.000 | 0.794 | 0.891 | 0.869 | 0.672 | 0.588 | 0.200 | 0.049 | 0.432 |
| 4770 | -0.529 | 0.790 | 0.712 | 0.794 | 1.000 | 0.735 | 0.770 | 0.440 | 0.652 | 0.167 | 0.068 | 0.273 |
| Total Bags | -0.707 | 0.960 | 0.815 | 0.891 | 0.735 | 1.000 | 0.956 | 0.777 | 0.604 | 0.191 | 0.115 | 0.358 |
| Small Bags | -0.639 | 0.931 | 0.807 | 0.869 | 0.770 | 0.956 | 1.000 | 0.631 | 0.620 | 0.189 | 0.109 | 0.315 |
| Large Bags | -0.584 | 0.728 | 0.616 | 0.672 | 0.440 | 0.777 | 0.631 | 1.000 | 0.390 | 0.167 | 0.072 | 0.237 |
| XLarge Bags | -0.518 | 0.606 | 0.613 | 0.588 | 0.652 | 0.604 | 0.620 | 0.390 | 1.000 | 0.236 | 0.099 | 0.211 |
| type | 0.734 | 0.225 | 0.222 | 0.200 | 0.167 | 0.191 | 0.189 | 0.167 | 0.236 | 1.000 | 0.000 | 0.409 |
| year | 0.243 | 0.000 | 0.000 | 0.049 | 0.068 | 0.115 | 0.109 | 0.072 | 0.099 | 0.000 | 1.000 | 0.334 |
| region | 0.399 | 0.377 | 0.380 | 0.432 | 0.273 | 0.358 | 0.315 | 0.237 | 0.211 | 0.409 | 0.334 | 1.000 |
| Date | AveragePrice | Total Volume | 4046 | 4225 | 4770 | Total Bags | Small Bags | Large Bags | XLarge Bags | type | year | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2015-07-05 | 1.23 | 115579.50 | 1635.60 | 67122.02 | 5316.06 | 41505.82 | 31488.54 | 10017.28 | 0.00 | conventional | 2015 | Pittsburgh |
| 1 | 2015-06-07 | 1.80 | 4777.04 | 45.84 | 167.38 | 0.00 | 4563.82 | 4563.82 | 0.00 | 0.00 | organic | 2015 | BuffaloRochester |
| 2 | 2015-01-18 | 1.87 | 1459.37 | 1054.78 | 17.92 | 0.00 | 386.67 | 386.67 | 0.00 | 0.00 | organic | 2015 | MiamiFtLauderdale |
| 3 | 2015-04-05 | 1.33 | 742539.71 | 143671.36 | 473142.55 | 35650.70 | 90075.10 | 88603.82 | 1025.45 | 445.83 | conventional | 2015 | SanFrancisco |
| 4 | 2016-10-16 | 1.95 | 16843.53 | 824.95 | 9095.02 | 680.30 | 6243.26 | 6226.14 | 17.12 | 0.00 | organic | 2016 | BaltimoreWashington |
| 5 | 2015-01-04 | 0.94 | 461607.33 | 244152.26 | 165299.33 | 15302.75 | 36852.99 | 30884.29 | 5595.00 | 373.70 | conventional | 2015 | SanDiego |
| 6 | 2015-07-05 | 1.98 | 29929.57 | 8841.34 | 20807.76 | 280.47 | 0.00 | 0.00 | 0.00 | 0.00 | organic | 2015 | Seattle |
| 7 | 2016-08-14 | 1.48 | 9978.31 | 899.71 | 4522.42 | 0.00 | 4556.18 | 2277.22 | 2278.96 | 0.00 | organic | 2016 | Nashville |
| 8 | 2015-08-23 | 1.72 | 11555.75 | 4288.75 | 3541.08 | 635.31 | 3090.61 | 3087.86 | 2.75 | 0.00 | organic | 2015 | BaltimoreWashington |
| 9 | 2016-10-09 | 1.29 | 89506.29 | 24596.38 | 27239.36 | 953.05 | 36717.50 | 32322.38 | 4395.12 | 0.00 | conventional | 2016 | Pittsburgh |
| Date | AveragePrice | Total Volume | 4046 | 4225 | 4770 | Total Bags | Small Bags | Large Bags | XLarge Bags | type | year | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 2017-07-09 | 1.52 | 101331.41 | 2899.46 | 81929.02 | 494.51 | 16008.42 | 8213.25 | 5210.17 | 2585.00 | conventional | 2017 | Albany |
| 991 | 2016-06-19 | 0.99 | 278178.65 | 67619.73 | 122627.22 | 15409.30 | 72522.40 | 67694.00 | 83.40 | 4745.00 | conventional | 2016 | RichmondNorfolk |
| 992 | 2016-03-27 | 1.40 | 3215.76 | 101.00 | 1477.50 | 0.00 | 1637.26 | 663.33 | 973.93 | 0.00 | organic | 2016 | Indianapolis |
| 993 | 2015-01-04 | 1.81 | 1339.36 | 754.00 | 124.33 | 0.00 | 461.03 | 447.01 | 14.02 | 0.00 | organic | 2015 | Pittsburgh |
| 994 | 2016-03-20 | 0.74 | 3374876.94 | 928106.16 | 901464.72 | 91298.87 | 1454007.19 | 1301235.10 | 134711.21 | 18060.88 | conventional | 2016 | LosAngeles |
| 995 | 2015-11-01 | 1.82 | 2109.04 | 1331.43 | 21.71 | 12.57 | 743.33 | 743.33 | 0.00 | 0.00 | organic | 2015 | Jacksonville |
| 996 | 2016-07-31 | 2.02 | 14788.87 | 895.68 | 10096.25 | 495.80 | 3301.14 | 3301.14 | 0.00 | 0.00 | organic | 2016 | BaltimoreWashington |
| 997 | 2015-11-08 | 1.40 | 4144.82 | 443.10 | 2827.56 | 0.00 | 874.16 | 413.97 | 460.19 | 0.00 | organic | 2015 | Columbus |
| 998 | 2015-12-13 | 0.95 | 407482.83 | 2970.12 | 369076.25 | 116.84 | 35319.62 | 35319.62 | 0.00 | 0.00 | conventional | 2015 | NorthernNewEngland |
| 999 | 2015-11-01 | 1.82 | 2109.04 | 1331.43 | 21.71 | 12.57 | 743.33 | 743.33 | 0.00 | 0.00 | organic | 2015 | Jacksonville |
Most frequently occurring
| Date | AveragePrice | Total Volume | 4046 | 4225 | 4770 | Total Bags | Small Bags | Large Bags | XLarge Bags | type | year | region | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4 | 2016-07-31 | 2.02 | 14788.87 | 895.68 | 10096.25 | 495.80 | 3301.14 | 3301.14 | 0.00 | 0.0 | organic | 2016 | BaltimoreWashington | 64 |
| 1 | 2015-11-01 | 1.82 | 2109.04 | 1331.43 | 21.71 | 12.57 | 743.33 | 743.33 | 0.00 | 0.0 | organic | 2015 | Jacksonville | 55 |
| 3 | 2016-06-19 | 0.99 | 278178.65 | 67619.73 | 122627.22 | 15409.30 | 72522.40 | 67694.00 | 83.40 | 4745.0 | conventional | 2016 | RichmondNorfolk | 41 |
| 2 | 2015-12-20 | 1.23 | 1139347.98 | 13998.35 | 867406.68 | 803.83 | 257139.12 | 212615.20 | 44523.92 | 0.0 | conventional | 2015 | NewYork | 32 |
| 0 | 2015-01-11 | 1.85 | 1614.56 | 1091.28 | 49.95 | 0.00 | 473.33 | 473.33 | 0.00 | 0.0 | organic | 2015 | MiamiFtLauderdale | 12 |